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Paper Citation Record · LEDGER

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models

As of 8 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2508.18988.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.18988 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:07:04.657136Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1cb9f32-2b04-4220-9b92-b0d9ca318a96 · outbound

This paper cites Neural Discrete Representation Learning.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models Neural Discrete Representation Learning

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.635638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.635638Z digest=sha256:fc660781cc38b5acdf11e25ff765127c76e136d7e567fa7267e62ff6daad8ab6

Observation 049c1d33-b5d8-4b8c-bc0e-da6528d1021c · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models Generating Long Sequences with Sparse Transformers

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.640016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.640016Z digest=sha256:5c80c73a2c959845f26064371dc3d2de667c96dadcc8a64c1bcb14cd09fc4730

Observation 6d16f597-07e2-4500-bab5-7e62deff167e · outbound

This paper cites A Survey of Methods for Explaining Black Box Models.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models A Survey of Methods for Explaining Black Box Models

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:07:04.738280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T16:07:04.644829Z digest=sha256:e96fabd3e576ced220be48bf356974304613d31b9bf78d22e6100ab58f7597ce

Observation 48ae5297-5665-4d72-811c-8b1f424a7e96 · outbound

This paper cites Transformer Interpretability Beyond Attention Visualization.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models Transformer Interpretability Beyond Attention Visualization

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.652687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.652687Z digest=sha256:4b65405c0231b27fa78287d17aa410507a45623278f2fbef011237a180951a92

Observation 9d78c02e-6f0e-43b0-b75b-5c56c3ff25c9 · outbound

This paper cites AI Mother Tongue: Self-Emergent Communication in MARL via Endogenous Symbol Systems.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models AI Mother Tongue: Self-Emergent Communication in MARL via Endogenous Symbol Systems

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.657136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.657136Z digest=sha256:2b7585ccd76b1566afe40553ffc2efe7d9125ab47b0d1cb75b258f8196adf7e0

Observation 1404a10e-1601-4377-bc21-f2691681e3f4 · outbound

This paper cites A Survey Of Methods For Explaining Black Box Models.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models A Survey Of Methods For Explaining Black Box Models

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.648719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.648719Z digest=sha256:0871c94de77e87f90518d7899b9efe5ed364001033038b57b715bb3c1b3deb34

Pith citing papers

No inbound Pith citation observations are available.